Sampling from generative models has become a crucial tool for applications like data synthesis and augmentation. Diffusion, Flow Matching and Continuous Normalizing Flows have shown effectiveness ...

The RESPONSE statement specifies functions of the response probabilities. The procedure models these response functions as linear combinations of the parameters. By default, PROC CATMOD uses the ...

The distribution of an arbitrary linear combination of Student-t random variables with odd degrees of freedom is derived. An easy method of expressing this distribution as a mixture of t-distributions ...

This paper reviews and extends several aspects of the analysis of linear combinations of time series. Special cases are temporal and contemporaneous aggregations and systematic sampling. We present ...

Abstract: A efficient approach to simplify the process of linearly combination matrix of testability matrix is presented to efficiently partition ambiguity group and canonical ambiguity group in ...

This repository implements the approach described in the paper "Representing visual classification as a linear combination of words" (Agarwal, Semenov, & Lotter, 2023). The method uses a ...

We present a new approach to simulating Hamiltonian dynamics based on implementing linear combinations of unitary operations rather than products of unitary operations. The resulting algorithm has ...